Pandas Profiling Report

Dataset statistics

Number of variables	35
Number of observations	146267
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	35.4 MiB
Average record size in memory	253.8 B

Variable types

BOOL	25
NUM	9
CAT	1

Reproduction

Analysis started	2020-06-11 23:14:25.531464
Analysis finished	2020-06-11 23:14:59.794808
Duration	34.26 seconds
Version	pandas-profiling v2.8.0
Command line	`pandas_profiling --config_file config.yaml [YOUR_FILE.csv]`
Download configuration	config.yaml

Warnings

patientunitstayid has unique values Unique

patientunitstayid
Real number (ℝ_≥0)

UNIQUE

Distinct count	146267
Unique (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1761820.897673433
Minimum	141168
Maximum	3353254
Zeros	0
Zeros (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	141168
5-th percentile	228174.6
Q1	967380.5
median	1682535
Q3	2736056
95-th percentile	3208001.1
Maximum	3353254
Range	3212086
Interquartile range (IQR)	1768675.5

Descriptive statistics

Standard deviation	982682.3096
Coefficient of variation (CV)	0.557765157
Kurtosis	-1.29633439
Mean	1761820.898
Median Absolute Deviation (MAD)	897845
Skewness	0.03249551484
Sum	2.576962572e+11
Variance	9.656645217e+11

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
2872418	1	< 0.1%
173310	1	< 0.1%
1645833	1	< 0.1%
3239175	1	< 0.1%
615686	1	< 0.1%
3230979	1	< 0.1%
2774779	1	< 0.1%
3012203	1	< 0.1%
1752317	1	< 0.1%
341260	1	< 0.1%
Other values (146257)	146257	> 99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
141168	1	< 0.1%
141194	1	< 0.1%
141197	1	< 0.1%
141203	1	< 0.1%
141208	1	< 0.1%

Value	Count	Frequency (%)
3353254	1	< 0.1%
3353251	1	< 0.1%
3353235	1	< 0.1%
3353216	1	< 0.1%
3353201	1	< 0.1%

label
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

0	145815
1	452

Frequency Table

Value	Count	Frequency (%)
0	145815	99.7%
1	452	0.3%

age
Real number (ℝ_≥0)

Distinct count	72
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	63.22381671874039
Minimum	19
Maximum	91
Zeros	0
Zeros (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	19
5-th percentile	30
Q1	53
median	65
Q3	76
95-th percentile	88
Maximum	91
Range	72
Interquartile range (IQR)	23

Descriptive statistics

Standard deviation	16.90112089
Coefficient of variation (CV)	0.2673220595
Kurtosis	-0.2856809446
Mean	63.22381672
Median Absolute Deviation (MAD)	12
Skewness	-0.511601956
Sum	9247558
Variance	285.6478875

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
91	5077	3.5%
67	3706	2.5%
68	3548	2.4%
71	3471	2.4%
72	3458	2.4%
66	3422	2.3%
65	3381	2.3%
63	3311	2.3%
70	3296	2.3%
62	3216	2.2%
Other values (62)	110381	75.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
19	537	0.4%
20	517	0.4%
21	601	0.4%
22	595	0.4%
23	615	0.4%

Value	Count	Frequency (%)
91	5077	3.5%
89	1391	1.0%
88	1587	1.1%
87	1827	1.2%
86	1995	1.4%

admissionweight
Real number (ℝ_≥0)

Distinct count	4196
Unique (%)	2.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	84.0307176601694
Minimum	40.1
Maximum	396.9
Zeros	0
Zeros (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	40.1
5-th percentile	51
Q1	66.6
median	80
Q3	96.8
95-th percentile	129.8
Maximum	396.9
Range	356.8
Interquartile range (IQR)	30.2

Descriptive statistics

Standard deviation	25.52466374
Coefficient of variation (CV)	0.3037539658
Kurtosis	4.558820796
Mean	84.03071766
Median Absolute Deviation (MAD)	14.9
Skewness	1.446893105
Sum	12290920.98
Variance	651.508459

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
68	1662	1.1%
81.6	1409	1.0%
63.5	1364	0.9%
90.7	1259	0.9%
77.1	1197	0.8%
72.6	924	0.6%
59	911	0.6%
75	875	0.6%
74.8	856	0.6%
70	837	0.6%
Other values (4186)	134973	92.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
40.1	19	< 0.1%
40.2	12	< 0.1%
40.3	25	< 0.1%
40.37	5	< 0.1%
40.4	25	< 0.1%

Value	Count	Frequency (%)
396.9	1	< 0.1%
362.8	1	< 0.1%
334.2	1	< 0.1%
313.4	1	< 0.1%
313	1	< 0.1%

admissionheight
Real number (ℝ_≥0)

Distinct count	578
Unique (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	169.67951622717356
Minimum	101.6
Maximum	227.3
Zeros	0
Zeros (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	101.6
5-th percentile	152.4
Q1	162.56
median	170.1
Q3	177.8
95-th percentile	187.9
Maximum	227.3
Range	125.7
Interquartile range (IQR)	15.24

Descriptive statistics

Standard deviation	10.85334332
Coefficient of variation (CV)	0.06396378046
Kurtosis	0.2086350256
Mean	169.6795162
Median Absolute Deviation (MAD)	7.7
Skewness	-0.1583090499
Sum	24818513.8
Variance	117.7950613

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
167.6	8597	5.9%
177.8	8550	5.8%
160	8481	5.8%
172.7	7884	5.4%
165.1	7768	5.3%
170.2	6751	4.6%
162.6	6544	4.5%
175.3	6021	4.1%
182.9	5979	4.1%
180.3	5727	3.9%
Other values (568)	73965	50.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
101.6	3	< 0.1%
101.7	1	< 0.1%
102.9	1	< 0.1%
103	1	< 0.1%
104	2	< 0.1%

Value	Count	Frequency (%)
227.3	2	< 0.1%
218.4	1	< 0.1%
218	1	< 0.1%
213.4	2	< 0.1%
213	1	< 0.1%

bmi
Real number (ℝ_≥0)

Distinct count	45143
Unique (%)	30.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	29.129880421693137
Minimum	11.543684925305568
Maximum	145.40429527440193
Zeros	0
Zeros (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	11.54368493
5-th percentile	19.02522366
Q1	23.58983547
median	27.52960509
Q3	32.8125
95-th percentile	44.39340172
Maximum	145.4042953
Range	133.8606103
Interquartile range (IQR)	9.222664532

Descriptive statistics

Standard deviation	8.330620073
Coefficient of variation (CV)	0.2859819523
Kurtosis	6.699724974
Mean	29.12988042
Median Absolute Deviation (MAD)	4.458424967
Skewness	1.760076924
Sum	4260740.22
Variance	69.3992308

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
24.20811	141	0.1%
28.69087371	129	0.1%
24.94679546	126	0.1%
27.35933163	124	0.1%
24.01776785	124	0.1%
23.29590458	124	0.1%
25.81229652	121	0.1%
22.60610272	120	0.1%
23.47414599	117	0.1%
29.049732	116	0.1%
Other values (45133)	145025	99.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
11.54368493	2	< 0.1%
11.78695759	1	< 0.1%
11.89881873	1	< 0.1%
12.15362178	1	< 0.1%
12.1831049	1	< 0.1%

Value	Count	Frequency (%)
145.4042953	1	< 0.1%
144.1728955	1	< 0.1%
131.3723148	2	< 0.1%
129.1567971	1	< 0.1%
126.7296786	1	< 0.1%

gender_Female
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	142.8 KiB

0	79654
1	66613

Frequency Table

Value	Count	Frequency (%)
0	79654	54.5%
1	66613	45.5%

ethnicity_African American
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	142.8 KiB

0	130148
1	16119

Frequency Table

Value	Count	Frequency (%)
0	130148	89.0%
1	16119	11.0%

ethnicity_Asian
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	142.8 KiB

0	143820
1	2447

Frequency Table

Value	Count	Frequency (%)
0	143820	98.3%
1	2447	1.7%

ethnicity_Caucasian
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	142.8 KiB

1	113989
0	32278

Frequency Table

Value	Count	Frequency (%)
1	113989	77.9%
0	32278	22.1%

ethnicity_Hispanic
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	142.8 KiB

0	140733
1	5534

Frequency Table

Value	Count	Frequency (%)
0	140733	96.2%
1	5534	3.8%

ethnicity_Native American
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	142.8 KiB

0	145118
1	1149

Frequency Table

Value	Count	Frequency (%)
0	145118	99.2%
1	1149	0.8%

ethnicity_Other/Unknown
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	142.8 KiB

0	139238
1	7029

Frequency Table

Value	Count	Frequency (%)
0	139238	95.2%
1	7029	4.8%

unitstaytype_admit
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	142.8 KiB

1	132943
0	13324

Frequency Table

Value	Count	Frequency (%)
1	132943	90.9%
0	13324	9.1%

unitstaytype_readmit
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	142.8 KiB

0	139099
1	7168

Frequency Table

Value	Count	Frequency (%)
0	139099	95.1%
1	7168	4.9%

unitstaytype_transfer
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	142.8 KiB

0	140111
1	6156

Frequency Table

Value	Count	Frequency (%)
0	140111	95.8%
1	6156	4.2%

verbal
Real number (ℝ_≥0)

Distinct count	5
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	4.038573294044453
Minimum	1
Maximum	5
Zeros	0
Zeros (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	4
median	5
Q3	5
95-th percentile	5
Maximum	5
Range	4
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.52568242
Coefficient of variation (CV)	0.3777775736
Kurtosis	-0.08317229152
Mean	4.038573294
Median Absolute Deviation (MAD)	0
Skewness	-1.278498631
Sum	590710
Variance	2.327706846

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
5	93556	64.0%
1	25449	17.4%
4	18954	13.0%
3	5049	3.5%
2	3259	2.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	25449	17.4%
2	3259	2.2%
3	5049	3.5%
4	18954	13.0%
5	93556	64.0%

Value	Count	Frequency (%)
5	93556	64.0%
4	18954	13.0%
3	5049	3.5%
2	3259	2.2%
1	25449	17.4%

motor
Real number (ℝ_≥0)

Distinct count	6
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	5.513943678341663
Minimum	1
Maximum	6
Zeros	0
Zeros (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	6
median	6
Q3	6
95-th percentile	6
Maximum	6
Range	5
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.217818093
Coefficient of variation (CV)	0.22086154
Kurtosis	7.419355098
Mean	5.513943678
Median Absolute Deviation (MAD)	0
Skewness	-2.869075097
Sum	806508
Variance	1.483080906

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
6	116829	79.9%
5	12745	8.7%
1	7686	5.3%
4	7618	5.2%
3	873	0.6%
2	516	0.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	7686	5.3%
2	516	0.4%
3	873	0.6%
4	7618	5.2%
5	12745	8.7%

Value	Count	Frequency (%)
6	116829	79.9%
5	12745	8.7%
4	7618	5.2%
3	873	0.6%
2	516	0.4%

eyes
Categorical

Distinct count	4
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

4	104794
3	22268
1	11855
2	7350

Common Values
Length

Value	Count	Frequency (%)
4	104794	71.6%
3	22268	15.2%
1	11855	8.1%
2	7350	5.0%

Length

Max length	1
Median length	1
Mean length	1
Min length	1

thrombolytics
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

0	143788
1	2479

Frequency Table

Value	Count	Frequency (%)
0	143788	98.3%
1	2479	1.7%

aids
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

0	146095
1	172

Frequency Table

Value	Count	Frequency (%)
0	146095	99.9%
1	172	0.1%

hepaticfailure
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

0	143835
1	2432

Frequency Table

Value	Count	Frequency (%)
0	143835	98.3%
1	2432	1.7%

lymphoma
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

0	145577
1	690

Frequency Table

Value	Count	Frequency (%)
0	145577	99.5%
1	690	0.5%

metastaticcancer
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

0	143194
1	3073

Frequency Table

Value	Count	Frequency (%)
0	143194	97.9%
1	3073	2.1%

leukemia
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

0	145162
1	1105

Frequency Table

Value	Count	Frequency (%)
0	145162	99.2%
1	1105	0.8%

immunosuppression
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

0	142183
1	4084

Frequency Table

Value	Count	Frequency (%)
0	142183	97.2%
1	4084	2.8%

cirrhosis
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

0	143461
1	2806

Frequency Table

Value	Count	Frequency (%)
0	143461	98.1%
1	2806	1.9%

activetx
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

1	85367
0	60900

Frequency Table

Value	Count	Frequency (%)
1	85367	58.4%
0	60900	41.6%

ima
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

0	141724
1	4543

Frequency Table

Value	Count	Frequency (%)
0	141724	96.9%
1	4543	3.1%

midur
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

0	144879
1	1388

Frequency Table

Value	Count	Frequency (%)
0	144879	99.1%
1	1388	0.9%

oobventday1
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

0	98391
1	47876

Frequency Table

Value	Count	Frequency (%)
0	98391	67.3%
1	47876	32.7%

oobintubday1
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

0	109044
1	37223

Frequency Table

Value	Count	Frequency (%)
0	109044	74.6%
1	37223	25.4%

diabetes
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 MiB

0	111042
1	35225

Frequency Table

Value	Count	Frequency (%)
0	111042	75.9%
1	35225	24.1%

visitnumber
Real number (ℝ_≥0)

Distinct count	8
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.0626935672434656
Minimum	1
Maximum	8
Zeros	0
Zeros (%)	0.0%
Memory size	1.1 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	2
Maximum	8
Range	7
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2840225017
Coefficient of variation (CV)	0.2672666048
Kurtosis	51.00714779
Mean	1.062693567
Median Absolute Deviation (MAD)	0
Skewness	5.900270483
Sum	155437
Variance	0.08066878146

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1	138324	94.6%
2	6976	4.8%
3	784	0.5%
4	133	0.1%
5	32	< 0.1%
6	11	< 0.1%
7	5	< 0.1%
8	2	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	138324	94.6%
2	6976	4.8%
3	784	0.5%
4	133	0.1%
5	32	< 0.1%

Value	Count	Frequency (%)
8	2	< 0.1%
7	5	< 0.1%
6	11	< 0.1%
5	32	< 0.1%
4	133	0.1%

heartrate
Real number (ℝ_≥0)

Distinct count	118715
Unique (%)	81.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	84.2589246210441
Minimum	0.0
Maximum	172.66666666666663
Zeros	2
Zeros (%)	< 0.1%
Memory size	1.1 MiB

Quantile statistics

Minimum	0
5-th percentile	60.05188634
Q1	72.36933798
median	83
Q3	94.89955996
95-th percentile	112.9533373
Maximum	172.6666667
Range	172.6666667
Interquartile range (IQR)	22.53022198

Descriptive statistics

Standard deviation	16.34307436
Coefficient of variation (CV)	0.193962532
Kurtosis	0.08713487727
Mean	84.25892462
Median Absolute Deviation (MAD)	11.19736842
Skewness	0.3805836678
Sum	12324300.13
Variance	267.0960795

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
80	50	< 0.1%
70	49	< 0.1%
76	31	< 0.1%
69	28	< 0.1%
90	23	< 0.1%
67	23	< 0.1%
68	23	< 0.1%
78	23	< 0.1%
81	22	< 0.1%
86	22	< 0.1%
Other values (118705)	145973	99.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2	< 0.1%
1.533333333	1	< 0.1%
6.41025641	1	< 0.1%
29.40298507	1	< 0.1%
29.63799283	1	< 0.1%

Value	Count	Frequency (%)
172.6666667	1	< 0.1%
172.3333333	1	< 0.1%
163.1666667	1	< 0.1%
162.1465517	1	< 0.1%
161.8333333	1	< 0.1%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

First rows

	patientunitstayid	age	admissionweight	admissionheight	bmi	gender_Female	ethnicity_African American	ethnicity_Caucasian	unitstaytype_admit	verbal	motor	eyes	activetx	oobventday1	oobintubday1	diabetes	visitnumber	heartrate
0	141168	70	84.3	152.4	36.295906	1	0	1	1	5	6	4	1	0	0	0	1	125.052830
1	141194	68	73.9	180.3	22.732803	0	0	1	1	4	6	3	0	0	0	1	1	86.860627
2	141197	71	102.1	162.6	38.617545	0	0	1	1	5	6	4	0	0	0	0	1	97.307692
3	141203	77	70.2	160.0	27.421875	1	0	1	1	1	3	1	1	1	0	1	1	91.543554
4	141208	25	95.3	172.7	31.952749	1	0	1	1	5	6	3	0	0	0	0	1	77.817460
5	141227	82	82.2	185.4	23.914007	0	0	1	1	4	6	3	1	1	0	0	1	108.975610
6	141229	91	89.8	160.0	35.078125	1	0	1	1	5	6	4	1	1	0	0	1	66.225806
7	141233	81	61.7	165.1	22.635548	1	0	1	1	5	6	4	1	1	1	0	1	106.710801
8	141244	59	92.3	180.3	28.392932	0	0	1	1	5	6	4	0	0	0	0	1	103.253472
9	141260	43	69.9	172.7	23.436486	1	1	0	1	5	6	4	0	0	0	0	1	72.793651

Last rows

	patientunitstayid	age	admissionweight	admissionheight	bmi	gender_Female	ethnicity_African American	ethnicity_Caucasian	ethnicity_Other/Unknown	unitstaytype_admit	unitstaytype_readmit	verbal	motor	eyes	leukemia	activetx	ima	oobventday1	oobintubday1	diabetes	visitnumber	heartrate
146257	3353194	51	63.05	170.2	21.765366	1	0	0	1	1	0	1	1	1	1	1	0	1	1	1	1	80.391608
146258	3353196	66	71.50	157.5	28.823381	1	0	1	0	0	1	5	6	4	0	1	0	0	0	0	2	93.156780
146259	3353197	66	71.50	157.5	28.823381	1	0	1	0	1	0	3	6	4	0	1	1	1	1	0	1	98.879433
146260	3353198	66	71.50	157.5	28.823381	1	0	1	0	0	1	1	4	2	0	1	0	1	1	0	4	77.864769
146261	3353200	66	71.50	157.5	28.823381	1	0	1	0	0	1	5	6	4	0	1	0	1	1	0	5	97.790210
146262	3353201	66	71.50	157.5	28.823381	1	0	1	0	0	1	5	6	3	0	1	0	1	1	0	3	79.658451
146263	3353216	50	55.40	165.1	20.324301	1	1	0	0	1	0	1	5	1	0	1	0	1	1	0	1	69.608541
146264	3353235	50	90.00	175.3	29.287256	0	0	1	0	1	0	5	6	4	0	0	0	0	0	0	1	87.089623
146265	3353251	73	102.00	177.8	32.265371	0	1	0	0	1	0	1	1	1	0	1	0	1	1	1	1	71.550877
146266	3353254	81	83.90	185.4	24.408579	0	0	1	0	1	0	5	6	4	0	1	0	0	0	0	1	76.178571

Overview

Variables

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Phik (φk)

Missing values

Sample

First rows

Last rows